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Engineering insight
[Nature Comm-2020] Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning
Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learningNature Communications (2020) · Yunwei Zhang, Qiaochu Tang, Yao Zhang, Jiabin Wang, Ulrich Stimming, Alpha A. Lee원문: https://www.nature.com/articles/s41467-020-15235-7DOI: https://doi.org/10.1038/s41467-020-15235-7 한 줄 핵심이 논문은 배터리 EIS 전체 스펙트럼을 그대로 machine learning에 넣어 capacity와 RUL을 추정하면서, ..
[Applied Energy-2016] The effects of high frequency current ripple on electric vehicle battery performance
[논문 전문] : https://www.sciencedirect.com/science/article/pii/S030626191630808X[출처] Kotub Uddin, Andrew D. Moore, Anup Barai, James Marco, The effects of high frequency current ripple on electric vehicle battery performance, Applied Energy, Volume 178, 2016, Pages 142-154, ISSN 0306-2619, https://doi.org/10.1016/j.apenergy.2016.06.033. ※ The picture and content of this article are from the origina..
[Power Sources-2015] Electrochemical impedance spectroscopy for lithium-ion cells: Test equipment and procedures for aging and fast characterization in time and frequency domain
논문 전문 : https://www.sciencedirect.com/science/article/abs/pii/S0378775314015432 [출처] Nils Lohmann, Patrick Weßkamp, Peter Haußmann, Joachim Melbert, Thomas Musch,Electrochemical impedance spectroscopy for lithiumion cells: Test equipment and procedures for aging and fast characterization in time andfrequency domain,Journal of Power Sources,Volume 273,2015,Pages 613-623,ISSN 0378-7753 ※ The pictu..
[Acta-2017] Nonlinear Frequency Response Analysis (NFRA) of Lithium-ion Batteries
논문 전문 : https://www.sciencedirect.com/science/article/abs/pii/S0013468617307934 [출처] Nina Harting, Nicolas Wolff, Fridolin Röder, Ulrike Krewer,Nonlinear Frequency Response Analysis (NFRA) of Lithium-Ion Batteries,Electrochimica Acta,Volume 248,2017,Pages 133-139,ISSN 0013-4686, https://doi.org/10.1016/j.electacta.2017.04.037. ※ The picture and content of this article are from the original paper..
[JECST-2020] Modeling and Applications of Electrochemical Impedance Spectroscopy for Lithium-ion Batteries
논문 전문 : https://www.jecst.org/upload/pdf/jecst-2019-00528.pdf [출처] DOI:10.33961/jecst.2019.00528 [논문 요약] Modeling and Applications of Electrochemical Impedance Spectroscopy for Lithium-ion Batteries 오랜만에 본 맛있는 논문이였습니다. 보통의 논문은 한번읽고 내용, 인사이트 캐치되면 다시 안보다가 나중에 필요할때나 찾아보는 경우가 많은데 이런 류의 맛있는 논문은 필요하지않아도 주기적으로 찾게되는 맛집같은 느낌입니다. 이미 정립이된 EIS Impedance Modeling 논문이고 나온지 3년여밖에 되지않았음에도 citation이 400회를 훨씬 넘는것..